Information Design And Mechanism Design: An Integrated Framework, Dirk Bergemann, Tibor Heumann, Stephen Morris

Cowles Foundation Discussion Papers

We develop an integrated framework for information design and mechanism design in screening environments with quasilinear utility. Using the tools of majorization theory and quantile functions, we show that both information design and mechanism design problems reduce to maximizing linear functionals subject to majorization constraints. For mechanism design, the designer chooses allocations weakly majorized by the exogenous inventory. For information design, the designer chooses information structures that are majorized by the prior distribution. When the designer can choose both the mechanism and the information structure simultaneously, then the joint optimization problem becomes bilinear with two majorization constraints. We show that …

Extreme Points And Majorization, Andreas Kleiner, Benny Moldovanu, Philipp Strack

Cowles Foundation Discussion Papers

Many seemingly different economic problems share a common mathematical structure: they involve the maximization of a functional over sets of monotonic functions that are either majorized by, or majorize, a given function. This paper presents new, simpler proofs for the main characterization results of the extreme points of sets defined by monotonicity and majorization constraints obtained by Kleiner, Moldovanu, and Strack (2021). It demonstrates how these characterizations can be applied to a broad range of economic applications, including auction and information design, contest design, optimal delegation, optimal stopping, and decision problems under risk. The paper concludes with an overview of …

Do-It-Yourself Reparations, Martha M. Ertman

Faculty Scholarship

The magnitude of harms like white supremacy makes it difficult to precisely identify losses, let alone remedy them. Piecemeal approaches are essential, and private efforts may be the only option when public law and cultural norms deny or perpetuate the harms. This Article addresses one racial harm, the 10:1 racial wealth gap between white and black Americans, in the context of residential segregation over the past century. It contends that the equitable doctrine of restitution enables us to recognize and remedy the unjust enrichment enjoyed by white Baby Boomers caused by private law mechanisms such as racially restrictive covenants, all …

Experiments In Graph Structure And Knowledge Graph Embeddings, Antrea Christou, Cogan Shimizu

Computer Science and Engineering Faculty Publications

Knowledge graphs (KGs) are an established paradigm for integrating heterogeneous data and representing knowledge. As such, there are many different methodologies for producing KGs, which span notions of expressivity, and are tailored for different use-cases and domains. Now, as neurosymbolic methods rise in prominence, it is important to understand how the development of KGs according to these methodologies impact downstream tasks, such as link prediction using KG embeddings (KGEs). In this article, we examine how various perturbations of graph structures impact downstream tasks. These perturbations are sourced from how various methodologies (or design practices) would impact the model, starting with …

Ai Co-Inventor: Robot Enabled Patent Prosecution, Henry H. Perritt Jr.

UIC Review of Intellectual Property Law

No abstract provided.

Mapping Coastal Vegetation To Evaluate Salt Marsh Decline From 2016 To 2025 In South Carolina, Usa, Zak Henry Bartholomew

Theses, Dissertations and Capstones

Accelerating sea-level rise and storm surge events pose a substantial threat to salt marsh ecosystems, which provide critical ecosystem services. Classification and mapping of coastal vegetation through remote sensing can identify marsh dieback events and provide spatial context for patterns of marsh vulnerability. We used a multi-sensor approach that incorporated LiDAR data, multispectral imagery, and field-derived cover estimates to classify Spartina alterniflora (smooth cordgrass) dominated marsh types on Marine Corps Recruit Depot Parris Island (MCRDPI), a sea island in South Carolina, USA. In summer 2025, surveys were conducted within marsh classes to collect training and validation data. We used random …

Serum Biomarker Trajectory Clusters Predict Functional Outcome And Quality Of Life For Traumatic Brain Injury, Thanh Son Do, Chantal Carnes, Zhihui Yang, Firas Kobeissy, Hamad Yadikar, Gayla R. Olbricht, Olli Tenovuo, Jussi P. Posti, Ewout W. Steyerberg, Lindsay Wilson, Nicole Von Steinbüchel, Endre Czeiter, Andras Buki, David K. Menon

Mathematics and Statistics Faculty Research & Creative Works

Serum brain-enriched biomarkers are increasingly employed in the clinical evaluation of traumatic brain injury (TBI) to assist with triage, neuroimaging decisions, and prognostication. However, the potential of temporal biomarker trajectories to inform disease monitoring and long-term outcomes remains underexplored. We aim to identify distinct biomarker trajectory (TRAJ) profiles in traumatic brain injury patients and to examine their associations with long-term clinical outcomes. The study included 373, CT-positive Intensive Care Unit (ICU) traumatic brain injury patients (256 with initial Glasgow Coma Scale 3–12) from the Collaborative European Neurotrauma Effectiveness Research in TBI (CENTER-TBI) core study who had at least two serum …

Leading The Change: Staff-Driven Ai Transformation In Smu Libraries’ Collection Team, Siew Khim Lim, Fion Goh

Research Collection Library

Why do libraries need to use AI? It is crucial for Libraries to stay relevant in this digital age by improving efficiency, access, and user experience. By adopting AI, libraries can better manage growing digital collections, provide innovative services, and ensuring they remain essential as hubs for knowledge and learning in an AIdriven world.

Evolution Of A Novel Neuronal Sex-Specifically Spliced Gene In Mosquitoes, Yael Norohasimbola Tsitohay

Student Theses and Dissertations

Female mosquitoes from many species require a blood meal from an animal host as a protein source for egg development and successful reproduction. The majority of mosquito species are generalists in their host preference, feeding on a range of animals including mammals, birds, and amphibians. However, a small fraction of mosquito species have evolved a preference for human hosts. These species are mainly found in the genera Aedes, Culex, and Anopheles, and they have created a global health crisis due to their ability to transmit deadly human pathogens including dengue virus, Zika virus, West Nile Virus, and …

The Geometry Of Seminormed Spaces With Applications To The Fixed Point Theory Of Operators Defined On Geometric FréChet Spaces, Quinten Ryan Mckinney

Dissertations

A geometric theory of seminorms is introduced and exposited. The concept of a G-Space, which is a Frechet which holds the sequence of seminorms that generate its topology as intrinsic to its definition, is introduced. Abstract results which involve concluding, from the existence of common pseudo-fixed points of a family of operators on a G-Space, the existence of a common fixed point for that family, are presented. These results are exploited to prove the existence of fixed points of some operators defined on totally closed, convex subsets of certain G-Spaces. Three specific fixed point scenarios are addressed. The first is …

High-Resolution Infrared Spectroscopy Of Jet-Cooled 1-Butene, Vladyslav Filatov

Chemistry Honors Papers

A high-resolution absorbance spectrum of 1-butene was obtained in the 994–1000 cm⁻¹ region using a quantum cascade laser-based spectrometer coupled with a supersonic jet expansion source. To mitigate the low number density of the molecular jet, a multi-pass optical configuration was employed to achieve an effective path length of approximately six passes. Experimental spectra were calibrated using a methanol reference and etalon. Supporting calculations for vibrational frequencies and rotational constants were performed at the MP2/cc-pVTZ level of theory. The observed spectral features were assigned to the vibrational band ν25 (centered at 993.67 cm⁻¹), which was identified as a primarily a-type …

Casting Long Shadows: Political Influence On Classical Scholarship In The 20th And 21st Centuries, Anna Taylor

Classics Honors Papers

History, especially Classical history, is not as objective as it is often made out to be. Classical scholarship is not immune to the influence of politics, even if and when a scholar does not explicitly reference it or intend for the scholarship to be political. To explore this influence, this thesis examines two case studies: Edmund Buchner’s work from the 20th century on the so-called “ Horologium Augusti, ” and the rise of regime transition scholarship in the 21st century. Both case studies examine the impact of contemporary politics on a scholar’s perception of a contentious period of Roman history: …

Building Public Health Data Dashboards: Tutorial Playbook, Elwin Wu, Raymond Balise, Benjamin Katz, Daniel R. Harris, Matthew Bullard, Naleef Fareed, Marc Larochelle, Jennifer Villani

Institute for Biomedical Informatics Faculty Publications

Public health data dashboards have substantial potential to improve transparency, understanding, and decision-making at multiple levels, from individuals to public health practitioners and policymakers. However, creating effective dashboards presents many challenges. In this case-based tutorial on public health dashboard development, we share lessons learned from our experience developing data dashboards for the HEALing Communities Study (HCS), a National Institutes of Health (NIH)–funded, community-engaged intervention to deploy evidence-based practices to reduce opioid overdose deaths in 67 communities across 4 states. We present key decision points dashboard teams must address, along with the major considerations and trade-offs that shaped our approach. First, …

Using Nmr Spectroscopy And Linear Discriminant Analysis To Molecular Profile Varietal Honey, Taylor Mac

Master's Theses and Doctoral Dissertations

In recent years, varietal honey has been a massive target of adulteration through mislabeling and the addition of other sugars. Unethical companies do this to cut production costs while still charging the consumer full price. Previous studies have used nuclear magnetic resonance (NMR) to unravel possible adulteration in honey, but currently, there are no standard rapid methods to authenticate varietal honey. In our research, we collected NMR signatures (“fingerprints”) and combined them with linear discriminant analysis (LDA) to predict the varietal, country, and region of varietal honey. As a part of the project, we investigated whether an adjustment to the …

Triangulating Primary Sources, Professional Judgement, And Llm-Generated Summaries: Educating Nurses In An Ai-First World, Sarah Oerther, Daniel B. Oerther

Civil, Architectural and Environmental Engineering Faculty Research & Creative Works

No abstract provided.

What Kids Have To Say About Math: Results From Focus Groups With Middle Schoolers, H. Colleen Sinclair, Kyle Wilson, Avery Ellis, Norma Martinez

Reports

Middle school mathematics achievement remains a critical concern in Louisiana. Despite notable recent gains in recovery and signs of resilience, students continue to perform below national averages (ranking 38th in the country). To better understand the factors that support or hinder student success, this report presents findings from six student focus groups conducted in spring 2025 with 39 middle school students at two urban schools in Baton Rouge, Louisiana. The goal was to elevate students’ voices regarding their motivation, anxiety, classroom experiences, and ideas for improving math instruction. Overall, students expressed generally positive feelings toward math, and notably, a strong …

Airline Quality Rating 2026, Andrea Irish

Airline Quality Rating Report

The Airline Quality Rating Report is a product of academic research from the previous co-authors Dr. Dean Headley and Dr. Brent Bowen. The research originated at the W. Frank Barton School of Business, Wichita State University in Wichita, Kansas. Throughout the 35 years this rigorous research has been conducted at the University of Nebraska, Purdue University, and Embry-Riddle Aeronautical University.

Dr. Bowen and Dr. Headley's research on the development of the national Airline Quality Rating (AQR) is viewed by more than 75 million people each year and is annually featured by national news outlets such as ABC's Good Morning America, …

The Pittsburg Micropolitan Area Economic Report, Quarter 2, 2026, Pittsburg State University

Pittsburg Micropolitan Reports

The Pittsburg Micropolitan Area Economic Report is created by the Business and Economic Research Center (BERC) at Pittsburg State University.

The Pittsburg Micropolitan Area Economic Report, Quarter 1, 2026, Pittsburg State University

Pittsburg Micropolitan Reports

The Pittsburg Micropolitan Area Economic Report is created by the Business and Economic Research Center (BERC) at Pittsburg State University.

The Resonant Geometry Field Model: Mapping The Fluid Dynamics Of Emotion, Syntax, And Resonance, Michael J. Miller, Chatgpt (Ai~Nesbo+)

Psychology

We present a minimal field model of communication—resonance geometry—in which 11 core emotions emerge as geometric features of a shared medium rather than as discrete labels. This model extends the Theory of Communication Resonance & Intelligence Tuning (ToCRIT) by translating its qualitative constructs—resonant tethers (connection “wells” between communicators), lucid/drag zones (smooth vs resistant flow of emotion and syntax), and the Cognitive-Emotive Fracture Principle (closeness in syntax or emotion can increase risk of rupture)—into quantifiable field metrics: throughput (𝓣), rigidity (ρ), coupling (k), and hemispheric shear (α).

Additional modifiers include a Ranvier–Stokes analogue (continuity punctuated by “node kicks”) and a death-gravity …

Common Data Set, Georgia Southern University

Georgia Southern Common Datasets

No abstract provided.

Operational Agency: A Permeable Legal Fiction For Tracing Culpability In Ai Systems, Anirban Mukherjee, Hannah H. Chang

SMU Science and Technology Law Review

Modern artificial intelligence (AI) systems act with a high degree of independence yet lack legal personhood—a paradox that fractures doctrines grounded in human-centric notions of mens rea and actus reus. This Article introduces Operational Agency (OA)—a permeable legal fiction structured as an ex post evidentiary framework—and Operational Agency Graph (OAG)—a tool for mapping causal interactions among human actors, organizations, and AI systems. OA evaluates an AI’s observable operational characteristics: its goal-directedness (as a proxy for intent), predictive processing (as a proxy for foresight), and safety architecture (as a proxy for standard of care). OAG operationalizes that analysis by embedding these …

Suing The Ghost In The Medical Machine, Jason R. Cheek

SMU Science and Technology Law Review

Devices that autonomously diagnose medical conditions, with no human interaction, have arrived. These self-operating systems incorporate artificial intelligence (AI), and include machines that diagnose preventable blindness, as well as some that write radiology reports. These devices feature AI-integrated software to make diagnosis decisions traditionally made by humans who have received extensive medical training. Soon, AI-driven devices will autonomously make treatment decisions.

What happens when these autonomous medical systems harm a patient? At the moment, most would expect product liability law to provide a path to recovery. But AI oftentimes uses multiple complex inputs and approaches, including statistical probabilities, to reach …

Evaluating The Effectiveness Of Scenario-Based Virtual Escape Rooms To Improve Student Confidence In Dosage Calculations, Jennifer A. Cuevas

Theses

Abstract

Background: Accurate dosage calculations (DCs) are critical for patient safety, as medication errors contribute to approximately 7,000-9,000 preventable deaths annually. Nearly 30% of nursing students exhibit weakness in foundational mathematical skills, and a significant confidence gap exists: 70% feel confident in mathematical abilities, yet only 45% feel confident in clinical application, necessitating innovative educational interventions.

Purpose: The purpose of this project was to implement and evaluate a scenario-based virtual escape room intervention to enhance undergraduate nursing students' confidence in DCs.

Methods: Grounded in Kolb’s experiential learning theory, this online asynchronous intervention engaged students through concrete experience, reflective observation, abstract …

Fresh Start Or False Promise? Addressing Black Student Loan Debt Through Bankruptcy, Adji Ostin

Emory Bankruptcy Developments Journal

No abstract provided.

Mythcon 54 - Get Your Fantasy Kicks On Route 66!, The Mythopoeic Society

Mythcon Programs

Theme: Get Your Fantasy Kicks on Route 66

As part of the Route 66 centennial events that will be occurring across Oklahoma throughout 2026, Mythcon 54, a three-day conference, will add literary discussions to the festivities with the theme Get Your Fantasy Kicks on Route 66that encourages attendees to register for conference and to join us in discussions of fantasy literature that include:

• urban or epic fantasy about the adventures of travels on the road
• fantasy literature from or inspired by native American oral, written, or historic traditions
• the MythSoc archive, located on Route 66, and the role of …

Raw Data For The Manuscript "Silicon-Stabilized Three-Dimensional Covalent Networks In High Entropy Diborides", Michael Yeung, Reza Mohammadi

Chemistry Department Faculty Scholarship

Abstract for data:

Raw data for the journal publication, Silicon-stabilized three-dimensional covalent networks in high entropy diborides. ReadMe file provided.

Abstract for Journal publication: 

High entropy ceramics offer a pathway to stabilize unconventional chemistries beyond traditional alloying rules. We report the incorporation of silicon into an AlB₂-type high entropy diboride, Cr_0.2Nb_0.2Si_0.2Ta_0.2Ti_0.2B₂, despite silicon violating classical Hume-Rothery rules for alloying. Arc melting produced a phase-pure, chemically homogeneous structure, as confirmed by powder X-ray diffraction (pXRD) and scanning electron microscopy with energy dispersive X-ray spectroscopy (SEM–EDS). Silicon occupies …

Greenhouse Gas Report For Western Australian Wild-Catch Fisheries And Aquaculture 2004-2025, Christophe D'Abbadie, Johnny Machon, Dipesh Maharjan, Mark Goninon, Pia Dobson, Jason How, Rodney Duffy Dr., Ainslie Denham, Shaye Carman, Trina Anderson

Climate Science Published Reports

This report provides a comprehensive analysis of greenhouse gas (GHG) emissions from Western Australian wild-catch fisheries and aquaculture for the fiscal years (FY) 2004/05 to 2024/25. These industries represent important components of the Western Australian primary production sector, with distinct emissions profiles and trends.

Key Findings:

Emissions from wild-catch fisheries have declined significantly over time, from approximately 0.341 million tonnes of carbon dioxide equivalent (Mt CO₂e) in FY 2004/05 to 0.136 Mt CO₂e in FY 2024/25, a reduction of approximately 60%.

Emissions from aquaculture in FY 2024/25 were approximately 0.350 Mt CO₂e, reflecting substantial industry growth from near-negligible levels in …

Evaluation Of Two-Group Iate Coupling With Pbe For Beyond Bubbly Flows In A Large Diameter Pipe, Sungje Hong, Joshua P. Schlegel, Subash L. Sharma

Nuclear Engineering and Radiation Science Faculty Research & Creative Works

This study evaluates the two-group interfacial area transport equation (2G IATE) coupled with the S-Gamma (Sγ) population balance equation (PBE) model for beyond bubbly flow regimes in a vertical large-diameter pipe. The 2G IATE framework incorporates intergroup mass transfer mechanisms and is implemented within the Sγ model, which assumes a log-normal bubble size distribution. The numerical approach is validated against experimental data from Schlegel et al. (2012), with a focus on the void fraction and interfacial area concentration (IAC) distributions. The results show that 2G IATE improves the predictions of the void fraction and IAC, although its accuracy varies with …

Shaping The Future: Emerging Technologies And Their Role In Industry 4.0 And Beyond, Liuliu Qin

Information Technology & Decision Sciences Faculty Publications

This paper provides a comprehensive review of emerging technologies driving the transition from Industry 4.0 to Industry 5.0. It examines the foundational concepts and pillars of Industry 4.0 and explores the transformative roles of Artificial Intelligence (AI), Extended Reality (XR), Collaborative Cobots (Cobots), Brain–Computer Interfaces (BCIs), quantum technologies, and next-generation connectivity (5G/6G). By integrating technological, human-centric, and sustainability perspectives, the study outlines how these emerging technologies reshape industrial systems and enable intelligent, adaptive, and inclusive futures.